The A2A Java SDK provides official tooling for implementing the Agent2Agent protocol in Java applications. It offers both client and server components, allowing Java applications to participate in agent-to-agent communication. The SDK includes gRPC-based protobuf definitions for the protocol and provides classes for creating agent cards and agent executors that conform to the A2A specification.